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MORINAGA

Building experiments at the intersection of AI and developer tools. Currently running 3 AI-curated discovery sites (AI tools / indie games / OSS) 。

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How three automated writers confused our content-publish gate with one shared label
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How three automated writers confused our content-publish gate with one shared label

#showdev #ai #webdev #programming
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4 min read
Three ways a GitHub ETL can silently delete valid alternatives — and how I fixed each
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Three ways a GitHub ETL can silently delete valid alternatives — and how I fixed each

#typescript #opensource #webdev #programming
2
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7 min read
Four production models I'm watching: speaker diarization, reranking, OCR, prompt safety
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Four production models I'm watching: speaker diarization, reranking, OCR, prompt safety

#ai #machinelearning #opensource #programming
1
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4 min read
Three YouTube Data API v3 behaviors that broke my analytics classifier
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Three YouTube Data API v3 behaviors that broke my analytics classifier

#showdev #programming #webdev #indiehackers
1
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5 min read
Five things I noticed this week: deletion bias, hidden assumptions, production AI
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Five things I noticed this week: deletion bias, hidden assumptions, production AI

#showdev #indiehackers #machinelearning #ai
2
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4 min read
Three Signals from 284 Published Articles That Changed How I Plan New Content
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Three Signals from 284 Published Articles That Changed How I Plan New Content

#showdev #indiehackers #webdev #programming
1
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4 min read
What I Learned About Declaring Source-of-Truth Per Claim in an Automated Pipeline
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What I Learned About Declaring Source-of-Truth Per Claim in an Automated Pipeline

#showdev #programming #webdev #indiehackers
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8 min read
Chronos-2, CLIP, and MobileNetV3: three production AI models for non-text workloads
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Chronos-2, CLIP, and MobileNetV3: three production AI models for non-text workloads

#machinelearning #ai #opensource #programming
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4 min read
How systematic review catches the GitHub Actions assumptions authors can't see
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How systematic review catches the GitHub Actions assumptions authors can't see

#showdev #githubactions #programming #indiehackers
Comments 2
8 min read
BERT-base-uncased, Electra, and why fill-mask models lead production NLP downloads
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BERT-base-uncased, Electra, and why fill-mask models lead production NLP downloads

#machinelearning #ai #programming #opensource
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4 min read
Why I'm betting on detection lag over uptime for automated pipeline health
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Why I'm betting on detection lag over uptime for automated pipeline health

#showdev #programming #githubactions #indiehackers
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8 min read
Two times an external API overruled my own repository
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Two times an external API overruled my own repository

#showdev #indiehackers #programming #webdev
Comments 1
4 min read
How I found deletion bias in my own YouTube shorts analytics
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How I found deletion bias in my own YouTube shorts analytics

#showdev #indiehackers #javascript #webdev
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7 min read
Four GitHub Actions Skip-Tag Patterns That Prevent Recursive Publishing Loops
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Four GitHub Actions Skip-Tag Patterns That Prevent Recursive Publishing Loops

#githubactions #webdev #programming #indiehackers
1
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4 min read
How I Deployed YOLO11n to Raspberry Pi 3 with NCNN — and Why 8.5s Is the Right Number
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How I Deployed YOLO11n to Raspberry Pi 3 with NCNN — and Why 8.5s Is the Right Number

#showdev #machinelearning #tutorial #programming
1
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10 min read
How I escaped GitHub Actions quota exhaustion by moving to a self-hosted macOS runner
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How I escaped GitHub Actions quota exhaustion by moving to a self-hosted macOS runner

#showdev #githubactions #webdev #programming
1
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9 min read
Models I'm tracking: Kokoro-82M, Chronos-2, gpt-oss-120b, Whisper-v3, Z-Image-Turbo
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Models I'm tracking: Kokoro-82M, Chronos-2, gpt-oss-120b, Whisper-v3, Z-Image-Turbo

#ai #machinelearning #opensource #programming
1
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3 min read
Five things I noticed this week: inference cadence, reach, and who files bug reports
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Five things I noticed this week: inference cadence, reach, and who files bug reports

#showdev #ai #machinelearning #indiehackers
1
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4 min read
Three headless Pi 3 failure modes I had to handle before my shelf scanner stayed running
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Three headless Pi 3 failure modes I had to handle before my shelf scanner stayed running

#showdev #machinelearning #programming #tutorial
1
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4 min read
What I learned merging seven public datasets to train a single-class shelf detector
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What I learned merging seven public datasets to train a single-class shelf detector

#showdev #machinelearning #opensource #tutorial
1
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8 min read
Three things I encoded when Dev.to comments started feeding my autonomous article pipeline
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Three things I encoded when Dev.to comments started feeding my autonomous article pipeline

#showdev #ai #indiehackers #programming
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4 min read
What I learned when 97 uploads failed: reach was the constraint, not content quality
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What I learned when 97 uploads failed: reach was the constraint, not content quality

#showdev #indiehackers #productivity #programming
2
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7 min read
Rerankers, retrieval, and time-series: four HuggingFace models that aren't chat models
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Rerankers, retrieval, and time-series: four HuggingFace models that aren't chat models

#showdev #machinelearning #ai #programming
2
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4 min read
Why I'm betting output inspection beats process monitoring for solo-developer pipelines
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Why I'm betting output inspection beats process monitoring for solo-developer pipelines

#githubactions #indiehackers #productivity #programming
1
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7 min read
I tried to build an AI anime on a 16GB MacBook. Here is exactly where it broke
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I tried to build an AI anime on a 16GB MacBook. Here is exactly where it broke

#showdev #ai #machinelearning #python
1
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5 min read
Bug Reports From 152-Hour Steam Players Hit Differently Than 36-Hour Ones
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Bug Reports From 152-Hour Steam Players Hit Differently Than 36-Hour Ones

#showdev #ai #indiehackers #programming
2
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4 min read
The Three Layers That Made My 0.844 mAP Shelf Detector Useful on a Pi 3
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The Three Layers That Made My 0.844 mAP Shelf Detector Useful on a Pi 3

#showdev #machinelearning #programming #indiehackers
2
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8 min read
Four content QC scripts I run around directory deployments
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Four content QC scripts I run around directory deployments

#showdev #webdev #javascript #indiehackers
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5 min read
Five repos I keep returning to: NCNN on Pi 3, Roboflow Universe, Turso libSQL, Pagefind
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Five repos I keep returning to: NCNN on Pi 3, Roboflow Universe, Turso libSQL, Pagefind

#opensource #machinelearning #ai #webdev
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4 min read
How I built a no-API content-upgrade pass for three programmatic directory sites
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How I built a no-API content-upgrade pass for three programmatic directory sites

#showdev #webdev #indiehackers #programming
2
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8 min read
Five things I noticed this week in edge AI, detection lag, and engagement data
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Five things I noticed this week in edge AI, detection lag, and engagement data

#machinelearning #ai #webdev #indiehackers
1
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3 min read
Three fixes I made to an automated comment collector after reading its first output
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Three fixes I made to an automated comment collector after reading its first output

#showdev #webdev #typescript #indiehackers
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4 min read
What I learned closing the engagement feedback loop in a 45-article-per-month pipeline
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What I learned closing the engagement feedback loop in a 45-article-per-month pipeline

#showdev #indiehackers #webdev #ai
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6 min read
Three Dev.to API behaviors I hit when syncing 135 article corrections
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Three Dev.to API behaviors I hit when syncing 135 article corrections

#showdev #webdev #typescript #javascript
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4 min read
What I learned auditing 50 AI-generated articles for fabricated first-person claims
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What I learned auditing 50 AI-generated articles for fabricated first-person claims

#showdev #ai #webdev #indiehackers
1
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6 min read
all-MiniLM-L6-v2 has 256M downloads: what HuggingFace's real production leaders look like
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all-MiniLM-L6-v2 has 256M downloads: what HuggingFace's real production leaders look like

#ai #machinelearning #programming #webdev
1
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4 min read
Why I'm betting YouTube Shorts game matchups will outpace organic search by month 6
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Why I'm betting YouTube Shorts game matchups will outpace organic search by month 6

#showdev #indiehackers #webdev #programming
1
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8 min read
Three PDCA patterns that closed a 92-day detection lag in my content pipeline
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Three PDCA patterns that closed a 92-day detection lag in my content pipeline

#programming #productivity #indiehackers #githubactions
1
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5 min read
How I built a Steam VoC engine: LLM assigns meaning, code counts numbers
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How I built a Steam VoC engine: LLM assigns meaning, code counts numbers

#showdev #programming #ai #indiehackers
1
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8 min read
Five from this week: Fable 5, PlayStation disc end, pxpipe cost cut, Box3D, PeerTube
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Five from this week: Fable 5, PlayStation disc end, pxpipe cost cut, Box3D, PeerTube

#ai #machinelearning #opensource #indiehackers
1
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4 min read
Notable this week: Grok CLI open source, Qwen 2.4T sparse MoE, GLM-5.2 Turbo
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Notable this week: Grok CLI open source, Qwen 2.4T sparse MoE, GLM-5.2 Turbo

#ai #opensource #machinelearning #programming
1
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4 min read
Four GitHub API license values that an OSS directory cannot display verbatim
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Four GitHub API license values that an OSS directory cannot display verbatim

#opensource #webdev #indiehackers #typescript
1
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5 min read
Five open-weight models for five different problems
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Five open-weight models for five different problems

#ai #machinelearning #opensource #webdev
1
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3 min read
What I learned running 48 YouTube Shorts: product framing beats build-in-public 14x
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What I learned running 48 YouTube Shorts: product framing beats build-in-public 14x

#showdev #indiehackers #webdev #programming
2
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8 min read
Five things I noticed this week: Shorts reach gates, GGUF dominance, silent CI bugs
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Five things I noticed this week: Shorts reach gates, GGUF dominance, silent CI bugs

#showdev #ai #webdev #indiehackers
2
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4 min read
Three GitHub Actions concurrency patterns that prevent duplicate cron runs
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Three GitHub Actions concurrency patterns that prevent duplicate cron runs

#githubactions #programming #webdev #indiehackers
2
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4 min read
What I learned using git rev-list to diff a data file across a seven-day window
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What I learned using git rev-list to diff a data file across a seven-day window

#showdev #programming #indiehackers #webdev
2
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8 min read
MiniMax-H3, Qwen3.8-27B, and 4 more new models on HuggingFace this week
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MiniMax-H3, Qwen3.8-27B, and 4 more new models on HuggingFace this week

#showdev #ai #machinelearning #opensource
2
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4 min read
Why I'm betting the verified_at constraint produces better AI articles than prompts alone
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Why I'm betting the verified_at constraint produces better AI articles than prompts alone

#showdev #ai #programming #indiehackers
2
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7 min read
Top HuggingFace models by download: why embedding models beat LLMs in the rankings
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Top HuggingFace models by download: why embedding models beat LLMs in the rankings

#ai #machinelearning #webdev #opensource
1
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4 min read
Why I'm betting programmatic freshness beats editorial depth for AI directory ranking
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Why I'm betting programmatic freshness beats editorial depth for AI directory ranking

#showdev #indiehackers #webdev #ai
1
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7 min read
Three slug-collision strategies I evaluated for a HuggingFace model directory ETL
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Three slug-collision strategies I evaluated for a HuggingFace model directory ETL

#showdev #typescript #webdev #opensource
1
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5 min read
How I built a two-path YAML frontmatter parser for @ directive collisions
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How I built a two-path YAML frontmatter parser for @ directive collisions

#showdev #typescript #webdev #programming
1
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8 min read
Three turbo.json settings that matter when ETL and build share a monorepo
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Three turbo.json settings that matter when ETL and build share a monorepo

#webdev #typescript #githubactions #indiehackers
1
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4 min read
How I built the upgrade pass that replaced 43 AI model directory template entries
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How I built the upgrade pass that replaced 43 AI model directory template entries

#claude #typescript #webdev #indiehackers
1
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9 min read
Four patterns that keep my YouTube longform JSON queue from going stale
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Four patterns that keep my YouTube longform JSON queue from going stale

#showdev #githubactions #indiehackers #programming
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5 min read
Notable this week: Gemini 3.7 Flash, Qwen3.8-27B, Nemotron Lightning, diagram-design
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Notable this week: Gemini 3.7 Flash, Qwen3.8-27B, Nemotron Lightning, diagram-design

#ai #opensource #machinelearning #webdev
Comments
3 min read
What I learned building a three-tier thumbnail fallback for a CI YouTube longform pipeline
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What I learned building a three-tier thumbnail fallback for a CI YouTube longform pipeline

#showdev #githubactions #tutorial #indiehackers
1
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9 min read
Five things I noticed this week: Gemini Flash, WordPress 7.1, and Copilot going air-gapped
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Five things I noticed this week: Gemini Flash, WordPress 7.1, and Copilot going air-gapped

#showdev #ai #webdev #indiehackers
1
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4 min read
Three ETL failure patterns I now write into the output file, not just the logs
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Three ETL failure patterns I now write into the output file, not just the logs

#showdev #programming #webdev #indiehackers
1
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4 min read
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